研究方向
服务化操作系统
以云原生为代表的下一代云计算技术不断冲击操作系统的服务边界和原始设计，促使操作系统围绕云原生、Serverless 和现代应用架构探索全新的服务边界和相关 API。服务化操作系统在明确现代应用服务边界的基础上，聚焦操作系统自身软件隔离机制研究和托管运行时、字节码的可信验证与安全机制，围绕新场景下操作系统整体功能完善与架构创新，服务云/边/端场景，构建全新的操作系统生态。
软硬一体化系统
软硬一体化系统着眼操作系统结合异构芯片场景下的计算技术和性能分析能力建设，针对计算、存储、网络场景的软硬件算法加速，异构芯片编程框架和工具链相关方案方案的设计和可行性研究，软硬协同的下一代云原生 Serverless 运行单元方案调研和设计，探索异构硬件结合上层的业务场景的云/边/端软硬件协同优化和生态建设。
研究团队
蒋江伟达摩院操作系统实验室负责人
阿里巴巴集团高级研究员，云智能基础产品事业部负责人，2008年加入淘宝网，负责淘宝商城研发并建设了高可用架构体系。2012年起，负责阿里中间件产品线和高可用架构团队。2017年12月加入阿里云，负责基础产品团队，研发飞天操作系统。
学术成果
论文和学术报告
- Zhe Wang, Teng Ma, Linghe Kong, Zhenzao Wen, Jingxuan Li, Zhuo Song, Yang Lu, Guihai Chen, Wei Cao. Zero Overhead Monitoring for Cloud-native Infrastructure using RDMA. ATC 2022
- Zijun Li, Jiagan Cheng, Quan Chen, Eryu Guan, Zizheng Bian, Yi Tao, Bin Zha, Qiang Wang, Weidong Han, and Minyi Guo. RunD: A Lightweight Secure Container Runtime for High-Density Deployment and High-Concurrency Startup in Serverless Computing. ATC 2022
- Zijun Li, Linsong Guo, Quan Chen, Jiagan Cheng, Chuhao Xu, Deze Zeng, Zhuo Song, Tao Ma, Yong Yang, Chao Li, and others. Help Rather Than Recycle: Alleviating Cold Startup in Serverless Computing Through Inter-Function Container Sharing. ATC 2022
- Zihan Wang, Chengcheng Wan, Yuting Chen, Ziyi Lin, He Jiang, Lei Qiao. Hierarchical Memory-constrained Operator scheduling of Neural Architecture Search Networks. DAC 2022
- Runzhe Wang, Qinglong Wang, Yuxi Hu, Heyuan Shi, Yuheng Shen, Yu Zhan, Ying Fu, Zheng Liu, Xiaohai Shi, Yu Jiang. Industry Practice of Configuration Auto-Tuning for Cloud Applications and Services. ESEC/FSE 2022
- Weihao Cui，Han Zhao，Quan Chen，Ningxin Zheng，Jingwen Leng，Jieru Zhao，Zhuo Song，Tao Ma，Yong Yang，Chao Li，Minyi Guo. Enable Simultaneous DNN Services Based on Deterministic Operator Overlap and Precise Latency Prediction. SC 2021.
- Yifei Zhang, Tianxiao Gu, Xiaolin Zheng, Lei Yu, Wei Kuai, and Sanhong Li. Towards a Serverless Java Runtime. ASE Industry Showcase 2021.
- Litong You, Tianxiao Gu, Shengan Zheng, Jianmei Guo, Sanhong Li, Yuting Chen, and Linpeng Huang. JPDHeap: A JVM Heap Design for PM-DRAM Memories. DAC 2021.
- Teng Ma, Kang Chen, Shaonan Ma, Zhuo Song, Yongwei Wu. Thinking More about RDMA Memory Semantics. CLUSTER 2021.
- Shuai Xue, Shang Zhao, Quan Chen, Gang Deng, Zheng Liu, Jie Zhang, Zhuo Song, Tao Ma, Yong Yang, Zhou Yanbo, Niu Keqiang, Sun Sijie, Minyi Guo. Spool: Reliable Virtualized NVMe Storage Pool in Public Cloud Infrastructure. ATC 2020.
- Shuai Xue, Shang Zhao, Quan Chen, Zhuo Song, Tao Ma, Shanpei Chen, Yong Yang, Wenli Zheng and Minyi Guo. Kronos: Towards Bus Contention Aware Job Scheduling in Public Clouds. FCS 2021.
- Mingyu Wu, Ziming Zhao, Yanfei Yang, Haoyu Li, Haibo Chen, Binyu Zang, Haibing Guan, Sanhong Li, Chuansheng Lu, Tongbao Zhang. Platinum: A CPU-Efficient Concurrent Garbage Collector for Tail-Reduction of Interactive Services. ATC 2020.
- Quan Chen, Shuai Xue, Shang Zhao, Shanpei Chen, Zhuo Song, Huan Ding, Yu Xu, Tao Ma, Yong Yang, Minyi Guo. Alita: Comprehensive Performance Isolation through Bias Resource Management for Public Clouds. SC 2020.
- Zijun Li, Quan Chen, Shuai Xue, Tao Ma, Yong Yang, Zhuo Song, Minyi Guo. Amoeba: QoS-Awareness and Reduced Resource Usage of Microservices with Serverless Computing. IPDPS 2020.
- Teng Ma, Mingxing Zhang, Kang Chen, Zhuo Song, Yongwei Wu, Xuehai Qian. AsymNVM: An Efficient Framework for Implementing Persistent Data Structures on Asymmetric NVM Architecture. ASPLOS 2020.
- Wei Zhang, Ningxin Zheng, Quan Chen, Yong Yang, Zhuo Song, Tao Ma, Jingwen Leng, Minyi Guo. URSA: Precise Capacity Planning and Fair Scheduling based on Low-level Statistics for Public Clouds. ICPP 2020.
- Sa Wang, Yanhai Zhu, Shanpei Chen, Tian-Ze Wu, Wenjie Li, Xusheng Zhan, Haiyang Ding, Weisong Shi, Yungang Bao. A Case for Adaptive Resource Management in Alibaba Datacenter Using Neural Networks. JCST 2020.
- Teng Ma, Tao Ma, Zhuo Song, Jingxuan Li, Huaixin Chang, Kang Chen, Hai Jiang, Yongwei Wu. X-RDMA: Effective RDMA Middleware in Large-scale Production Environments. CLUSTER 2019.
- Heyuan Shi, Runzhe Wang, Ying Fu, Mingzhe Wang, Xiaohai Shi, Xun Jiao, Houbing Song, Yu Jiang, Jiaguang Sun. Industry Practice of Coverage-Guided Enterprise Linux Kernel Fuzzing. ESEC/FSE 2019.
- Shiyou Huang, Jianmei Guo, Sanhong Li, Xiang Li, Yumin Qi, Kingsum Chow, Jeff Huang. SafeCheck: Safety Enhancement of Java Unsafe API. ICSE 2019.
- Fangxi Yin, Denghui Dong, Chuansheng Lu, Tongbao Zhang, Sanhong Li, Jianmei Guo, Kingsum Chow. Cloud-Scale Java Profiling at Alibaba. ICPE 2018.
- Fangxi Yin, Denghui Dong, Sanhong Li, Jianmei Guo, Kingsum Chow. Java Performance Troubleshooting and Optimization at Alibaba. ICSE 2018 SEIP.
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